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Advent of Code 2020 Series' Articles

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Cover image for Advent of Code 2020: Day 01 using numpy and vectorized calculations

Yuan Gao

Dec 4 '20

Advent of Code 2020: Day 01 using numpy and vectorized calculations

#adventofcode #python

10 min read

Cover image for Advent of Code 2020: Day 02(a) using finite state machines

Yuan Gao

Dec 4 '20

Advent of Code 2020: Day 02(a) using finite state machines

#adventofcode #python

9 min read

Cover image for Advent of Code 2020: Day 02(b) using regex named groups

Yuan Gao

Dec 5 '20

Advent of Code 2020: Day 02(b) using regex named groups

#adventofcode #python

8 min read

Cover image for Advent of Code 2020: Day 03 using numpy and vectorized calculations

Yuan Gao

Dec 5 '20

Advent of Code 2020: Day 03 using numpy and vectorized calculations

#adventofcode #python

7 min read

Cover image for Advent of Code 2020: Day 04 using PEG grammars in Python

Yuan Gao

Dec 5 '20

Advent of Code 2020: Day 04 using PEG grammars in Python

#adventofcode #python

11 min read

Cover image for Advent of Code 2020: Day 05 with Python

Yuan Gao

Dec 6 '20

Advent of Code 2020: Day 05 with Python

#adventofcode #python

2 min read

Cover image for Advent of Code 2020: Day 06 using Python sets

Yuan Gao

Dec 6 '20

Advent of Code 2020: Day 06 using Python sets

#adventofcode #python

3 min read

Cover image for Advent of Code 2020: Day 07 using Python PEG grammars + NetworkX

Yuan Gao

Dec 8 '20

Advent of Code 2020: Day 07 using Python PEG grammars + NetworkX

#adventofcode #python #datascience

11 min read

Cover image for Advent of Code 2020: Day 08 using a whole computing cluster to do one CPU's job

Yuan Gao

Dec 10 '20

Advent of Code 2020: Day 08 using a whole computing cluster to do one CPU's job

#adventofcode #python #datascience #devops

16 min read

Cover image for Advent of Code 2020: Day 09 more vectorized brute-forcing with numpy in Python

Yuan Gao

Dec 12 '20

Advent of Code 2020: Day 09 more vectorized brute-forcing with numpy in Python

#adventofcode #python

6 min read

Cover image for Advent of Code 2020: Day 10 using NetworkX, numpy, in Python

Yuan Gao

Dec 16 '20

Advent of Code 2020: Day 10 using NetworkX, numpy, in Python

#adventofcode #python

4 min read

Cover image for Advent of Code 2020: Day 11 using TensorFlow in Python

Yuan Gao

Dec 17 '20

Advent of Code 2020: Day 11 using TensorFlow in Python

#adventofcode #python #tensorflow

6 min read

Cover image for Advent of Code 2020: Day 12 using QGIS and Python

Yuan Gao

Dec 18 '20

Advent of Code 2020: Day 12 using QGIS and Python

#adventofcode #python #gis

7 min read

Cover image for Advent of Code 2020: Day 13 using...a lot of math, and Numpy in Python

Yuan Gao

Dec 18 '20

Advent of Code 2020: Day 13 using...a lot of math, and Numpy in Python

#adventofcode #python

4 min read

Cover image for Advent of Code 2020: Day 14 using bitwise logic in Python

Yuan Gao

Dec 19 '20

Advent of Code 2020: Day 14 using bitwise logic in Python

#adventofcode #python

8 min read

Cover image for Advent of Code 2020: Day 15 in Python

Yuan Gao

Dec 19 '20

Advent of Code 2020: Day 15 in Python

#adventofcode #python

1 min read

Cover image for Advent of Code 2020: Day 16 using csv and numpy in Python

Yuan Gao

Dec 19 '20

Advent of Code 2020: Day 16 using csv and numpy in Python

#adventofcode #python

6 min read

Cover image for Advent of Code 2020: Day 17 using 3D/4D Convolution in TensorFlow in Python

Yuan Gao

Dec 19 '20

Advent of Code 2020: Day 17 using 3D/4D Convolution in TensorFlow in Python

#adventofcode #python

4 min read

Cover image for Advent of Code 2020: Day 18 finally using PEG grammar in Python in the way it's supposed to

Yuan Gao

Dec 19 '20

Advent of Code 2020: Day 18 finally using PEG grammar in Python in the way it's supposed to

#adventofcode #python

5 min read

Cover image for Advent of Code 2020: Day 19 abusing PEG grammar in Python the way it's not supposed to

Yuan Gao

Dec 19 '20

Advent of Code 2020: Day 19 abusing PEG grammar in Python the way it's not supposed to

#adventofcode #python

3 min read

Cover image for Advent of Code 2020: Day 20 with NetworkX, SciPy cross-correlation in Python

Yuan Gao

Dec 21 '20

Advent of Code 2020: Day 20 with NetworkX, SciPy cross-correlation in Python

#adventofcode #python

11 min read

Cover image for Advent of Code 2020: Day 21 with Python sets

Yuan Gao

Dec 21 '20

Advent of Code 2020: Day 21 with Python sets

#adventofcode #python

4 min read

Cover image for Advent of Code 2020: Day 22 with Python

Yuan Gao

Dec 22 '20

Advent of Code 2020: Day 22 with Python

#adventofcode #python

3 min read

Cover image for Advent of Code 2020: Day 23 with linked lists in Python

Yuan Gao

Dec 23 '20

Advent of Code 2020: Day 23 with linked lists in Python

#adventofcode #python

6 min read

Cover image for Advent of Code 2020: Day 24 with complex numbers in Python and TensorFlow

Yuan Gao

Dec 24 '20

Advent of Code 2020: Day 24 with complex numbers in Python and TensorFlow

#adventofcode #python #tensorflow

7 min read

Cover image for Advent of Code 2020: Day 25 with Generators in Python

Yuan Gao

Dec 25 '20

Advent of Code 2020: Day 25 with Generators in Python

#adventofcode #python

4 min read